Frontiers in Digital Health | Connected Health

Original Research

Published on 01 Jul 2025

Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study

in Connected Health

Francesco Del Monte
Roberta Barolo
Maria Circhetta
Angelo Giovanni Delmonaco
Emanuele Castagno
Emanuele Pivetta
Letizia Bergamasco
Matteo Franco
Gabriella Olmo
Claudia Bondone

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1624786

3,196 views
2 citations

Original Research

Published on 30 Jun 2025

Applying a logistic regression-clustering joint model to analyze the causes of prolonged pre-analytic turnaround time for urine culture testing in hospital wards

in Connected Health

Shuangshuang Lv
Huan Ye
Yuan Li
Jian Zhang

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1603314

1,426 views

Original Research

Published on 30 Jun 2025

Plugged-in: a Canadian survey of technology ownership, access, use, and attitudes among emergency department patients

in Connected Health

Aisling Curtin Wach
Krutika Joshi
Christina Seo
Pete Wegier

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1507936

1,729 views

Mini Review

Published on 27 Jun 2025

Master protocols in vocal biomarker development to reduce variability and advance clinical precision: a narrative review

in Connected Health

Ayush Kalia
Micah Boyer
Guy Fagherazzi
Jean-Christophe Bélisle-Pipon
Yael Bensoussan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1619183

3,486 views
3 citations

Original Research

Published on 20 Jun 2025

A novel personal identification system using doorknob lead electrocardiograms for unconscious authentication in unlocking doors

in Connected Health

Keisuke Kawamura
Masaki Kyoso

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1585431

1,055 views

Original Research

Published on 18 Jun 2025

Beyond the interface: benchmarking pediatric mobile health applications for monitoring child growth using the Mobile App Rating Scale

in Connected Health

Anggi Septia Irawan
Arie Dwi Alristina
Rizky Dzariyani Laili
Nuke Amalia
Arief Purnama Muharram
Adriana Viola Miranda
Bence Döbrössy
Edmond Girasek

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1621293

3,058 views
2 citations

Original Research

Published on 12 Jun 2025

AI-generated draft replies to patient messages: exploring effects of implementation

in Connected Health

Charlotte M. H. H. T. Bootsma-Robroeks
Jessica D. Workum
Stephanie C. E. Schuit
Anne Hoekman
Tarannom Mehri
Job N. Doornberg
Tom P. van der Laan
Rosanne C. Schoonbeek

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1588143

3,162 views
2 citations

Original Research

Published on 06 Jun 2025

AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes

in Connected Health

Michele Atzeni
Luca Cossu
Sergio Gaiotti
Giacomo Cappon
Mariaenrica Tinè
Daniele Previtero
Ylenia Padrin
Simonetta Baraldo
Umberto Semenzato
Martina Vettoretti

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1573342

4,265 views
1 citation

Original Research

Published on 06 Jun 2025

Does digital device software lead to exclusion? Investigating a portable metabolic analysis system and the input of sex data on physiological parameters

in Connected Health

James W. Navalta
Olivia R. Perez
Michael W. H. Wong
Dustin W. Davis

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1541083

2,122 views
1 citation

Systematic Review

Published on 22 May 2025

Predicting chronic pain using wearable devices: a scoping review of sensor capabilities, data security, and standards compliance

in Connected Health

Johannes C. Ayena
Amina Bouayed
Myriam Ben Arous
Youssef Ouakrim
Karim Loulou
Darine Ameyed
Isabelle Savard
Leila El Kamel
Neila Mezghani

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1581285

5,702 views
4 citations

Editorial

Published on 08 May 2025

Editorial: Designing and evaluating digital health interventions

in Connected Health

Kim Bul
Nikki Holliday
Edith Talina Luhanga

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1612380

2,966 views

Systematic Review

Published on 07 May 2025

Exploring characteristics and common features of digital health in pediatric care in developing countries: a systematic review

in Connected Health

Anggi Septia Irawan
Bence Márton Döbrössy
Mengesha Srahbzu Biresaw
Arief Purnama Muharram
Szilárd Dávid Kovács
Edmond Girasek

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1533788

3,564 views
1 citation

Original Research

Published on 02 May 2025

Vocal biomarkers in heart failure—design, rationale and baseline characteristics of the AHF-Voice study

in Connected Health

Fabian Kerwagen
Maximilian Bauser
Magdalena Baur
Fabian Kraus
Caroline Morbach
Rüdiger Pryss
Kristen Rak
Stefan Frantz
Michael Weber
Julia Hoxha

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1548600

4,456 views
3 citations

Original Research

Published on 28 Apr 2025

Urine non-contact sensor that evaluates multiple urination using capacitance change to inform when to replace inner diaper

in Connected Health

Keisuke Shichitani
Kazuki Nakajima

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1569144

2,857 views
1 citation

Original Research

Published on 15 Apr 2025

The Bridge2AI-voice application: initial feasibility study of voice data acquisition through mobile health

in Connected Health

Elijah Moothedan
Micah Boyer
Stephanie Watts
Yassmeen Abdel-Aty
Satrajit Ghosh
Anaïs Rameau
Alexandros Sigaras
Olivier Elemento
Bridge2AI-Voice Consortium
Yael Bensoussan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1514971

3,815 views
1 citation

Original Research

Published on 04 Apr 2025

Effect of the transpulmonary pressure on the lungs’ vibroacoustic response: a first numerical perspective

in Connected Health

Arife Uzundurukan
Sébastien Poncet
Daria Camilla Boffito
Philippe Micheau

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1434578

2,193 views

Systematic Review

Published on 31 Mar 2025

Mapping the research landscape of mHealth and technology in pediatric chronic illness: a bibliometric study

in Connected Health

Esther Rodríguez-Jiménez
Javier Martín-Ávila
Selene Valero-Moreno
Marián Pérez-Marín

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1540362

2,449 views

Original Research

Published on 28 Mar 2025

Leveraging large language models for automated detection of velopharyngeal dysfunction in patients with cleft palate

in Connected Health

Myranda Uselton Shirk
Catherine Dang
Jaewoo Cho
Hanlin Chen
Lily Hofstetter
Jack Bijur
Claiborne Lucas
Andrew James
Ricardo-Torres Guzman
Andrea Hiller

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1552746

3,057 views
8 citations

Brief Research Report

Published on 27 Mar 2025

Clinical performance of Hedia Diabetes Assistant bolus calculator for diabetes management: a real-world retrospective cohort study

in Connected Health

Kenney Fehrenkamp Pedersen
Anne Østerskov
Sabrina Mai Nielsen
Gkikas Karagkounis
Astrid Karnøe Knudsen

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1430744

1,895 views

Mini Review

Published on 27 Mar 2025

Interactive Panel Summaries of the 2024 Voice AI Symposium

in Connected Health

Jean-Christophe Bélisle-Pipon
James Anibal
Ruth Bahr
Steven Bedrick
Oita Coleman
David Dorr
Barbara J. Evans
Guy Fagherazzi
Alexander Gelbard
Satrajit Ghosh

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1484521

3,388 views
1 citation

Perspective

Published on 25 Mar 2025

Returning individual wearable sensor results to participants: perspectives on challenges and lessons learned

in Connected Health

Krista S. Leonard-Corzo
Shelby L. Bachman
Jennifer M. Blankenship
Ieuan Clay
Kate Lyden

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1569452

1,347 views
1 citation

Community Case Study

Published on 18 Mar 2025

Experience developing a pediatric medical chatbot in Singapore: a digital innovation for improved emergency care

in Connected Health

Choo Min
Rong Xiu Cynthia Lim
Sek Wan Tan
Sashikumar Ganapathy

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1557804

4,320 views
1 citation

Editorial

Published on 11 Mar 2025

Editorial: Bench to bedside: AI and remote patient monitoring

in Connected Health

Ramin Ramezani
Saam Iranmanesh
Arash Naeim
Peyman Benharash

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1584443

8,017 views
13 citations

Clinical Trial

Published on 07 Mar 2025

Effect of a digital blood pressure coach on hypertension management in primary care practices—a pragmatic, randomised controlled trial

in Connected Health

Christian Beger
Dominik Rüegger
Anna Lenz
Steffen Wagner
Kai Martin Schmidt-Ott
Dirk Volland
Florian P. Limbourg

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1516600

4,627 views
4 citations

313 articles

articles

Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study

Applying a logistic regression-clustering joint model to analyze the causes of prolonged pre-analytic turnaround time for urine culture testing in hospital wards

Plugged-in: a Canadian survey of technology ownership, access, use, and attitudes among emergency department patients

Master protocols in vocal biomarker development to reduce variability and advance clinical precision: a narrative review

A novel personal identification system using doorknob lead electrocardiograms for unconscious authentication in unlocking doors

Beyond the interface: benchmarking pediatric mobile health applications for monitoring child growth using the Mobile App Rating Scale

AI-generated draft replies to patient messages: exploring effects of implementation

AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes

Does digital device software lead to exclusion? Investigating a portable metabolic analysis system and the input of sex data on physiological parameters

Predicting chronic pain using wearable devices: a scoping review of sensor capabilities, data security, and standards compliance

Editorial: Designing and evaluating digital health interventions

Exploring characteristics and common features of digital health in pediatric care in developing countries: a systematic review

Vocal biomarkers in heart failure—design, rationale and baseline characteristics of the AHF-Voice study

Urine non-contact sensor that evaluates multiple urination using capacitance change to inform when to replace inner diaper

The Bridge2AI-voice application: initial feasibility study of voice data acquisition through mobile health

Effect of the transpulmonary pressure on the lungs’ vibroacoustic response: a first numerical perspective

Mapping the research landscape of mHealth and technology in pediatric chronic illness: a bibliometric study

Leveraging large language models for automated detection of velopharyngeal dysfunction in patients with cleft palate

Clinical performance of Hedia Diabetes Assistant bolus calculator for diabetes management: a real-world retrospective cohort study

Interactive Panel Summaries of the 2024 Voice AI Symposium

Returning individual wearable sensor results to participants: perspectives on challenges and lessons learned

Experience developing a pediatric medical chatbot in Singapore: a digital innovation for improved emergency care

Editorial: Bench to bedside: AI and remote patient monitoring

Effect of a digital blood pressure coach on hypertension management in primary care practices—a pragmatic, randomised controlled trial